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mehulcode12/README.md

Hi, I'm Mehul Ligade 👋


I build production AI systems where something real is at stake. Tight budgets, no internet, live phone calls — constraints that make the standard solution impossible are where I do my best work.

What I've shipped

94% AI cost reduction Rebuilt AI inference pipeline from scratch, 94% cost reduction + improved quality
Rs. 30L+ saved annually Multi-agent automation pipelines replacing entirely manual workflows
Voice AI Telephony under 500ms Real-time AI agent on live phone calls, custom Cerebras CS-2 inference architecture
Full LLM offline in 1GB Quantised LLM on-device on budget Android hardware, zero cloud dependency

Projects

🎙️ Aurora — Real-Time Voice AI Agent Telephony

Standard LLM APIs take 3 to 5 seconds. That makes natural phone conversation impossible. Built a custom 3-stage inference architecture — hitting under 500ms end to end. Live in production at 99.7% success rate.

🎨 agentdraw-canvas — Published npm Package

Canvas engine that gives AI agents a programmatic drawing hand. Every shape gets a UUID so agents create, update, animate, or delete elements across sessions and multi-step operations. Plugin architecture across 13 independent ES modules. 111 weekly downloads at peak.

Stack

Technical Writing

I write about productionizing AI, solving edge cases, and moving beyond basic GenAI wrappers.

GitHub Stats & Metrics


📊 3D Isometric Contributions Graph

Beyond code

  • 📖 Authored a chapter in a published book on Artificial Intelligence
  • 📜 Filed 6 copyrights with 1 patent application in process
  • 🏆 Won national-level project competitions 3 times
  • 👥 Mentored 20+ students on AI implementation

Let's Build

I'm currently open to new opportunities and consulting. If you are dealing with heavy optimization problems, architecture bottlenecks, or need custom multi-agent rollouts, let's talk.

💬 Drop me an email or find me on LinkedIn.

⚡ Recent Engineering Activity

  1. ❌ Closed PR #1 in mehulcode12/agentdraw-canvas

The problems I enjoy most are the ones where the standard solution doesn't exist yet.

Pinned Loading

  1. house_price_prediction_maharashtar_state house_price_prediction_maharashtar_state Public

    Jupyter Notebook 8 6

  2. Udemy-Python Udemy-Python Public

    Jupyter Notebook 1

  3. health-insurance-premium-cost-prediction-xgboost-99-accuracy health-insurance-premium-cost-prediction-xgboost-99-accuracy Public

    Welcome to the ultimate health insurance cost prediction app! 🚀 With our dual-model strategy and smart feature engineering, we've built a system that predicts premiums with R² up to 99% and less th…

    Jupyter Notebook 1 1

  4. Advance_Credit_Risk_Model_Loan_prediction Advance_Credit_Risk_Model_Loan_prediction Public

    This project delivers a production-grade Credit Risk Prediction System that accurately identifies potential loan defaults using real-world financial data. I engineered domain-specific features like…

    Jupyter Notebook 1 1

  5. aurora aurora Public

    Python 3 1

  6. push-notes push-notes Public

    PushNotes is an AI-powered changelog generator that reads your GitHub commits and pull requests, turns them into clean human-readable release notes, translates them into 10+ languages — and visuali…

    TypeScript 2

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